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Data Warehousing

A practical framework for designing, building, and optimizing analytical data warehouses using dimensional modeling. This skill covers star and snowflake schema design, slowly changing dimension (SCD) patterns, and platform-specific guidance for Snowflake and BigQuery. The focus is on making the right modeling decisions that balance query performance, storage cost, and maintainability for downstream analytics consumers.

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